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John Snow Labs Solutions for the Public Sector

  • Spark NLP (Natural Language Processing)

    Spark NLP for Healthcare

    Try Free
    Run 300+ live demos and notebooks

    State-of-the-art clinical & biomedical natural language processing

    • Everything in the community edition +
    • Clinical entity recognition
    • Clinical entity linking
    • Assertion status detection (negation detection)
    • Relation extraction
    • Healthcare-specific embeddings
    • Entity resolution / normalization
    • Link entities to standard terminologies such as SNOMED-CT, ICD-10, RxNorm, LOINC, ICD-O, or train to fit your own
    • Designed for processing PHI: No data sharing or Internet connection needed

    One-year annual license of Spark Natural Language Processing (NLP) for Healthcare for one server

    Three-year license of Spark Natural Language Processing (NLP) for Healthcare for one server

    Five-year license of Spark Natural Language Processing (NLP) for Healthcare for one server

    One-year annual license of Spark Natural Language Processing (NLP) for Healthcare for one multi-node cluster

    Three-year license of Spark Natural Language Processing (NLP) for Healthcare for one multi-node cluster

    Five-year license of Spark Natural Language Processing (NLP) for Healthcare for one multi-node cluster


    Spark NLP for Finance

    State-of-the-art NLP for the Financial Industry, expert curated:

    • Name Entity Recognition
    • Extract Financial Relationships
    • Normalization & Data Augmentation
    • Classify Financial Text
    • Financial Sentiment Analysis
    • Financial De-identification
    • Table Understanding


    Spark NLP for Legal

    State-of-the-art NLP for Legal documents, expert curated:

    • Name Entity Recognition
    • Extract Legal Relationships
    • Normalization & Data Augmentation
    • Legal Clause Classification
    • Information Extraction on Clauses
    • Legal De-identification
  • Visual NLP and Computer Vision

    Visual NLP

    Try Free

    Scalable, private, and highly accurate Visual NLP and de-identification

    • Object character recognition
    • Image enhancement & pre-processing
    • Annotate & generate PDF documents
    • De-identify tables, free text & images
    • Image processing algorithms for Visual NLP from low-quality documents
    • Support text, PDF, image & DICOM files
    • Identify image regions & coordinates
    • Identify sensitive data based on HIPAA, CCPA, GDPR, or custom requirements
    • De-identify fields by deletion, masking, obfuscation, or generalization

    One-year annual license of Visual NLP for one server

    Three-year license of Visual NLP for one server

    Five-year license of Visual NLP for one server

    One-year annual license of Visual NLP for one multi-node cluster

    Three-year license of Visual NLP for one multi-node cluster

    Five-year license of Visual NLP for one multi-node cluster

  • 24x7 Support of any software package

    Annual 24x7 Tier-1 & Tier-2 Support via Phone, Email & Web for part number 501-x (price charged annually)

    Annual 24x7 Tier-1 & Tier-2 Support via Phone, Email & Web for part number 502-x (price charged annually)

    Annual 24x7 Tier-1 & Tier-2 Support via Phone, Email & Web for part number 503-x (price charged annually)

    Annual 24x7 Tier-1 & Tier-2 Support via Phone, Email & Web for part number 504-x (price charged annually)

  • Private training of any John Snow labs software package

    Training Live online training for up to 12 data scientists includes Spark NLP certification exam

  • Professional Services

    Data Scientist: modeling development work using John Snow Labs products priced hourly

    Annotator: document annotation for training John Snow Labs products priced hourly

    Data Engineer: integration and deployment work with John Snow Labs products priced hourly

  • De-identification

    De-identification

    Automatically de-identify structured data, unstructured data, documents, PDF files, and images in compliance with HIPAA, GDPR, or custom needs

    • State-of-the-art accuracy
    • 33 types of entities in pre-trained models
    • Easy to fine tune & custom train for additional entities
    • Supports text, tables, PDF, DICOM, docx, etc.
    • Support multiple languages
    • Entities removal: obfuscation, masking, identification

  • Clinical data abstraction

    Clinical data abstraction

    Accelerate and scale the creation of accurate disease registries, patient cohorts, quality metrics, population health analytics, and social determinants of health

    • Extract data from unstructured text to create structured form documents
    • Complete projects accurately 4x faster than manual abstraction
    • End-to-end service or a library
  • Clinical Trial Master File (eTMF) system

    Clinical Trial Master File (eTMF) system

    Expand capabilities of any eTMF system

    • Semantic search:
      • AI/NLP based - Automatic handling of synonyms, Handling of misclassified documents
      • Handling human errors - Documents accidentally saved on the wrong place & Misclassified documents, typos; Mismatch between extracted metadata & content of the document; Duplicates
    • Automatic document classification based on the content
    • Extraction of metadata with automatic accuracy and confidence estimation
    • Migration from one eTMF system to the other
  • Healthcare Large Language Models
    • Clinical Note Summarization
    • Clinical Entity Recognition
    • Extracting ICD-10-CM Codes


    Clinical Text

    Signs, Symptoms, Treatments, Findings, Procedures, Drugs, Tests, Labs, Vitals, Sections, Adverse Effects, Risk Factors, Anatomy, Social Determinants, Vaccines, Demographics, Sensitive Data

    Biomedical Text

    Clinical Trial Design, Protocols, Objectives, Results; Research Summary & Outcomes; Organs, Cell Lines, Organisms, Tissues, Genes, Variants, Expressions, Chemicals, Phenotypes, Proteins, Pathogens

    Information Extraction

    • Document Classification
    • Entity Disambiguation
    • Contextual Parsing
    • Patient Risk Scoring

    Data Obfuscation

    • Name Consistency
    • Gender Consistency
    • Age Group Consistency
    • Format Consistency

    Clinical Grammar

    • Deep Sentence Detector
    • Medical Spell Checking
    • Medical Part of Speech
    • Terminology Mapping

    Zero-Shot Learning

    • Entities by Prompt
    • Relations by Prompt
    • Classification by Prompt
    • Relative Data Extraction

  • Medical Chatbot

    Chat with a Medical Generative AI that explains its answers, cites references, updates medical knowledge daily, and lets you add and choose knowledge bases.

    Pre-load the knowledge base and pre-train the model with 2,300+ reference datasets curated by medical domain experts – including hundreds of terminologies, medical research, clinical trials, patents, population health, cost, public and regulatory data.

    Enterprise

    • Private for your Team & Data
    • Private On Premise Deployment
    • Unlimited Custom Knowledge Bases
    • Connect Your Own Data Sources
    • Custom Brand Voice and Safeguards
    • Unlimited Users and Groups
    • Role Based Access Management
    • Single Sign-On
    • API Access
    • Designed to Scale